Blog Posts | Joshua Berkowitz

104 Articles

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From Record-Keeping to Real Results: How Agentic Applications Are Changing Businesses

Enterprises are experiencing a fundamental shift as artificial intelligence and intelligent agents transform business software from simple data repositories into proactive engines for growth. Instead ...

agentic applications AI agents business automation Copilot CRM data platform Dynamics 365 ERP

Oct 25, 2025

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Toucan Dataset: Transforming AI Agents Into Digital Doers

Toucan, a groundbreaking open-source dataset from IBM and the University of Washington is crafted to propel tool-calling capabilities in large language models (LLMs) to new heights. For AI to move bey...

AI agents API integration benchmarking large language models machine learning open source tool-calling Toucan dataset

Oct 25, 2025

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How AI Agents Are Revolutionizing Contextual Content Placement in Advertising

Digital advertising is evolving rapidly, and the days of simple keyword-based ad placement are over. Advertisers now seek more sophisticated methods to ensure their messages reach the right audience a...

adtech AI agents content placement contextual advertising Databricks LLM MLflow vector search

Oct 23, 2025

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LangChain and LangGraph 1.0: Powering the Next Generation of AI Agents

AI agent development just got a major upgrade. With the release of LangChain and LangGraph 1.0, developers now have access to more stable, flexible, and high-performance frameworks. These releases are...

agent frameworks AI agents LangChain LangGraph LLM integration middleware open source

Oct 23, 2025

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Databricks Slashes Costs for Domain-Specific AI Agent Evaluation

As generative AI agents become more sophisticated, maintaining high-quality evaluation is critical but costs can spiral quickly with traditional approaches. Databricks is changing the game by introduc...

AI agents AI evaluation Databricks enterprise AI MLflow open source token pricing

Oct 22, 2025

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Anthropic's Claude Code is Transforming Secure Code Execution with Sandboxing

Software teams today need to move fast without compromising on security especially when leveraging AI coding assistants like Claude Code that interact deeply with sensitive codebases. Anthropic’s new ...

AI agents Claude Code developer tools filesystem isolation network isolation sandboxing secure execution

Oct 22, 2025

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How Snowflake’s Managed MCP Servers Are Shaping the Future of Secure AI Agents

Deploying AI agents that access enterprise data securely without endless integration headaches is now a reality thanks to Snowflake’s managed Model Context Protocol (MCP) servers. Now in public previe...

agentic architecture AI agents Cortex data governance enterprise AI MCP servers secure data Snowflake

Oct 21, 2025

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Turning Papers Into Agents: Inside Paper2Agent’s MCP-Native Workflow

Paper2Agent proposes a bold shift in how scientific results move from publication to practice, by converting a research paper and its public code into a conversational AI agent that can run the paper’...

AI agents Genomics MCP Paper2Agent Reproducibility Single-Cell

Oct 19, 2025

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Unlock AI Productivity: Five Steps to Streamlining Agents in Microsoft Copilot

Artificial intelligence is changing how businesses operate, but deploying AI agents successfully takes more than new software. Microsoft Copilot provides a structured path to introduce agents into wor...

AI agents automation Copilot Studio enterprise AI governance Microsoft Copilot productivity

Oct 16, 2025

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CoreWeave Unleashes Serverless Reinforcement Learning for All

With the introduction of Serverless RL, CoreWeave is making high-performance RL accessible to everyone from startups to large enterprises. By removing the need for infrastructure management and loweri...

AI agents AI innovation cloud infrastructure CoreWeave OpenPipe reinforcement learning serverless computing Weights & Biases

Oct 16, 2025

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Conversational Cloud Management: How the Azure MCP Server is Transforming Natural Language Control

Azure MCP Server enables AI agents and clients to control Azure services through conversational commands, helping developers design and debug faster and more effectively. This development is set to re...

AI agents Azure Azure CLI Cloud automation MCP Server Model Context Protocol Natural language

Oct 15, 2025

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dbt Agents and the Remote MCP Server Are Shaping Trusted AI Analytics

Analytics is entering a new era, driven by AI-powered agents and robust governance frameworks. dbt Labs recently unveiled the remote dbt MCP Server alongside dbt Agents, a suite of secure, task-specif...

AI agents analytics data engineering dbt Fusion engine governance MCP server self-service analytics

Oct 15, 2025

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